Friday, 26 April 2019

Python Tutorial: Web Scraping with BeautifulSoup and Requests


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Wednesday, 24 April 2019

Programming Literacy - Intro to Computer Science

How to Install and Configure zebra barcode printer

接下来

Programming Literacy - Intro to Computer Science

Programming Literacy - Intro to Computer Science

字典

使用字典

惰性气体

Azure DevOps Tutorial For Beginners | Azure DevOps CI/CD Pipeline | Edureka

Azure DevOps Tutorial For Beginners | Azure DevOps CI/CD Pipeline | Edureka

Lesson Summary

MLE Comparisons

MLE Comparisons

Elastic Net Graph

Elastic Net Estimator

Elastic Net Estimator

20c_l_Linear Rigression Part 3

Lasso Plots

20b_l_Linear Rigression Part 2

20b_l_Linear Rigression Part 2

Ridge Trace

Tuesday, 23 April 2019

Google AdSense on Air: Auto Ads


James Stein Shrinkage

Convolutional Neural Networks - The Math of Intelligence (Week 4)

Regularization Methods

What is Computer Science?

Skills Needed For Data Scientist and Data Analyst

Deep Learning Frameworks 2019

Goldilocks Principle

Model Complexity

What is Regularization?

Lesson Preview

Saturday, 20 April 2019

Lesson Summary

Linear Model Formulas

M4 Log Model in R

Log Model

Compare Three Models

M3 Carat and Color

Adding an Explanatory Variable

Checking the Fit

M2 Regression Model with Non Linearity Factored In

Adjusting for the Model for Non Linearity

Adjusting for Non Linearity

M1 Simple Linear Regression

Coeffeciant of Determination

Minimizing the Sum of Square Deviations Part 3

Minimizing the Sum of Square Deviations Part 2

Minimizing the Sum of Square Deviations Part 1

Training Data Part 2

Training Data Part 1

Linear Transformation Example

Linear Transformations

Linear Regression Model

Types of Models

Lesson Summary

Overfitting

Regularization

Gradient Descent Part 2

Stochastic Gradient Descent

Gradient Descent Part 1

MLE and Iterative Optimization

Prediction Confidence

Decision Boundary & the Hyperplane

Probabilistic Classifiers

MLE Defined

Maximum Likelihood Estimator Part 2

Maximum Likelihood Estimator Part 1

Increasing Data Dimensionality

Bias Term

The Linear Plane Part 2

The Linear Plane Part 1

Linear Classifiers

Definitions

LinkedIn Example

Friday, 19 April 2019

Algorithms: Quicksort


Algorithms: Quicksort


Top Algorithms for the Coding Interview (for software engineers)


Statistics full Course for Beginner | Statistics for Data Science


Statistics full Course for Beginner | Statistics for Data Science


46 Robert C Martin Clean Code III


Veteran Business Highlight: Lynn Westover from VetPaw


Logistic Regression

Lesson Preview

Lesson Summary

Split Apply Combine

Baseball Example

Reshaping Data

Wide Data

10 Programming Languages in ONLY 15 minutes!

Tall Data

10 Programming Languages in ONLY 15 minutes!

Data Manipulations Partitioning

Data Manipulations Shuffling

Wednesday, 17 April 2019

Tips for cleaner code: Cleaning up IF statements


10 Tips For Clean Code


10 Tips For Clean Code


How to Learn Mathematics Fast


How I Setup a New Development Machine - Using Scripts to Automate Instal...


Complete Python Pandas Data Science Tutorial! (Reading CSV/Excel files, ...


10 Python Tips and Tricks For Writing Better Code


10 Python Tips and Tricks For Writing Better Code


What is Anaconda? Install Anaconda On Windows.


What is Jupyter Notebook?


Support Vector Machine (SVM) - Fun and Easy Machine Learning


ARP Explained - Address Resolution Protocol


what is IP address and MAC address?


Data Transformations Indicator Variables

Data Transformations Indicator Variables

Tuesday, 16 April 2019

Power Transformation

Diamonds Example

Skewness and Power Transformations

Skewness and Power Transformations

Programming Quiz 2

Dealing with Outliers

Dealing with Outliers

Outliers

Missing at Random (MAR)

Handling Missing Data

Handling Missing Data

Handling Missing Data

Missing Data and R

Networks - Intro to Computer Science

Missing Data

Lesson Preview

Monday, 15 April 2019

Lesson Summary

QQPlot Example

QQPlots

Box Plots

Contour Plots

Contour Plots

Noisy Data

Multivariable Scatter Plots

Variable Relationships and Scatter Plots

Scatter Plot

Line Plots

Smoothed Histograms

Histograms

Strip Plots

Base Graphics

GGPLOT2

Lesson Preview

5 Must Have Skills To Become Machine Learning Engineer


Friday, 12 April 2019

What is machine learning?


AT&T's John Donovan on Managing Change and Building for the Future


An introduction to Reinforcement Learning


20190410 - Going Asynchronous with Service Broker by Jonathan Kehayias


Mainstream vs Data & Scripting Languages

Programming Languages and Tools

Resumo da aula

Código vetorizado

Funções

If Else

Datasets Quiz 1 Solution

Fatores

Escalares

Comandos em R

Documentação de ajuda para R

R Language Quiz Solution

Executando R

Wednesday, 10 April 2019

R, Python, and Matlab Similarities

Prévia da aula

O papel da visualização de dados

Papéis e responsabilidades na Netflix

How to create Data Entry Form in Excel - Ms Office?

Congratulations - Data Analysis with R

Advice for Data Scientists - Data Analysis with R

Data Munging - Data Analysis with R

Setting Levels of Ordered Factors - Data Analysis with R

Factor Variables - Data Analysis with R

R Markdown Documents - Data Analysis with R

Read and Subset Data - Data Analysis with R

Data Structures - Intro to Computer Science

Getting Help - Data Analysis with R

Data is Ubiquitous - Data Analysis with R

Demystifying R - Data Analysis with R

RStudio Layout - Data Analysis with R

Install RStudio on a Mac

Demystifying R - Data Analysis with R

Course Preview

Course Preview

Tuesday, 9 April 2019

Finding Buckets - Intro to Computer Science

Empty Hash Table Solution - Intro to Computer Science

How to Start a Speech

Congratulations!

Joining Subqueries

Performance Tuning 3

Performance Tuning 2

Performance Tuning Motivation

Performance Tuning Motivation

Performance Tuning 1

Performance Tuning 1

UNION 1

UNION 3

UNION 2

UNION Motivation

Self JOINs

JOINs with Comparison Operators

JOINs with Comparison Operators Motivation

Introduction to Advanced SQL

Percentiles

Introduction to Percentiles

Comparing Row to Previous Row

Aliases for Multiple Window Functions

Friday, 5 April 2019

Aggregates in Window Functions

Running Totals And Count

Announcing the C++ Nanodegree Program! Learn C++ to code the world's mos...

Window Functions

Data Cleaning Conclusion

COALESCE

CAST

CONCAT

Bootstrap HTML CSS - Django Web Development with Python 4

Cleaning With More Advanced String Functions

Python Django Web Framework - Full Course for Beginners

Cleaning with String Functions

Introduction to Data Cleaning

Subquery Conclusion

Subqueries Using WITH

Common Table Expressions

Subquery Solution Video

SQL Subquery Video

Introduction - Django Web Development with Python 1

Python Django Tutorial: Full-Featured Web App Part 10 - Create, Update, ...

How to Make an Amazing Tensorflow Chatbot Easily

Subquery Conclusion

Thursday, 4 April 2019

Introduction to Subqueries

What is Linux?

Introduction

CASE Statements and Aggregations

Advanced Algorithms (COMPSCI 224), Lecture 1

11 CASE V2

CASE Statements and Aggregations

Python Django Tutorial: Full-Featured Web App Part 10 - Create, Update, ...

DATE Functions Part II

DATE Functions I

Having

DISTINCT

Deep Reinforcement Learning Nanodegree Program

GROUP BY Part II

AVG

MIN & MAX

SUM

Convolutional Neural Networks (CNNs) explained

COUNT & NULLs

COUNT

Data Types and NULLs

NULLs

Jupyter Notebook for All – Part I : The Course Overview | packtpub.com

Jupyter Notebook Tutorial: Introduction, Setup, and Walkthrough

Introduction to Aggregations

JOINs and Filtering

JOINs

Other JOINs

Motivation for Other JOINs

ALIAS

Why Not Store Everything in One Table?

Introduction to JOINs

NOT Operator

IN Operator

LIKE Operator

WHERE with Non-Numeric Data

Order By Part II